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Explain this to me
Winrate shifts are differences in winrate compared to the item's winrate overall. Values are for when the item wasn't bought, early (Q1) and late (Q3) timings (higher is better). Winrate gradient per minute shows how winrate changes with every minute of the item's delayed purchase timing. Item timings values can be used to restore the normal distribution chart, where Q1, median and Q3 mean the first, second and third quantiles respectively.
Columns
| Total | Winrate shifts | Timings | |||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Item | Pickups | Pickup rate | Rank | Winrate | When picked | Early | Late | Gradient (%/min) | Mean | Min | Q1 | Median | Q3 | Max | Window | Std.Dev | |
 | Skull Basher | 40 | 23.12% | 100.0 | 65.00% | +27.41% | +25.00% | -25.00% | -6.32% | 32:02 | 20:47 | 28:10 | 31:47 | 36:05 | 46:11 | 07:55 | 05:51 |
 | Black King Bar | 153 | 88.44% | 98.2 | 48.37% | +38.37% | +20.05% | -6.26% | -3.95% | 22:27 | 13:47 | 19:05 | 21:43 | 25:45 | 37:38 | 06:40 | 04:56 |
 | Helm of Iron Will | 62 | 35.84% | 96.4 | 51.61% | +11.97% | +10.89% | -18.28% | -1.08% | 24:04 | 01:17 | 08:43 | 29:30 | 35:46 | 45:56 | 27:03 | 20:02 |
 | Vanguard | 9 | 5.20% | 94.5 | 77.78% | +35.71% | +22.22% | -27.78% | -3.14% | 38:16 | 06:15 | 30:30 | 37:26 | 46:24 | 60:41 | 15:54 | 11:46 |
 | Aghanim's Shard | 81 | 46.82% | 92.7 | 49.38% | +10.25% | +0.62% | -14.38% | -1.57% | 21:44 | 15:00 | 15:10 | 18:12 | 24:42 | 50:36 | 09:32 | 07:03 |
 | Blink Dagger | 131 | 75.72% | 90.9 | 46.56% | +10.85% | -13.23% | -1.11% | 1.40% | 23:16 | 10:57 | 18:16 | 23:55 | 26:54 | 40:44 | 08:38 | 06:23 |
 | Nullifier | 36 | 20.81% | 89.1 | 55.56% | +14.68% | +22.22% | -11.12% | -4.75% | 36:07 | 23:02 | 32:41 | 35:18 | 39:42 | 47:25 | 07:01 | 05:11 |
 | Boots of Speed | 173 | 100.00% | 87.3 | 43.93% | +43.93% | +4.91% | -6.72% | -5.37% | 04:05 | -01:29 | 02:58 | 03:58 | 05:08 | 09:39 | 02:10 | 01:36 |
 | Phase Boots | 157 | 90.75% | 85.5 | 43.31% | -6.69% | +10.54% | -15.10% | -13.74% | 07:58 | 05:19 | 06:48 | 07:34 | 08:40 | 32:14 | 01:52 | 01:22 |
 | Chainmail | 157 | 90.75% | 83.6 | 43.31% | -6.69% | +0.28% | -9.98% | -4.70% | 06:20 | 01:23 | 04:57 | 06:23 | 07:08 | 31:49 | 02:11 | 01:37 |
 | Magic Wand | 127 | 73.41% | 81.8 | 44.09% | +0.61% | +18.41% | -0.34% | -4.31% | 08:03 | -01:29 | 05:28 | 07:58 | 09:49 | 27:17 | 04:21 | 03:13 |
 | Magic Stick | 140 | 80.92% | 80.0 | 43.57% | -1.88% | +5.00% | +5.00% | 0.00% | 03:25 | -01:29 | -01:27 | 02:15 | 07:11 | 16:27 | 08:38 | 06:23 |
 | Aghanim's Scepter | 6 | 3.47% | 78.2 | 83.33% | +40.82% | +16.67% | -83.33% | 0.00% | 21:31 | 16:21 | 16:23 | 16:24 | 22:29 | 38:14 | 06:06 | 04:31 |
 | Quelling Blade | 129 | 74.57% | 76.4 | 41.86% | -8.14% | +11.27% | +1.89% | 0.00% | -00:42 | -01:29 | -01:29 | -01:29 | -01:29 | 42:58 | 00:00 | 00:00 |
 | Ring of Protection | 26 | 15.03% | 74.5 | 53.85% | +11.67% | -25.28% | -20.52% | 0.15% | 16:06 | -01:29 | -01:29 | 07:02 | 32:17 | 50:25 | 33:46 | 25:00 |
 | Bracer | 122 | 70.52% | 72.7 | 40.98% | -10.00% | -2.27% | -0.98% | 1.29% | 02:21 | -01:29 | 01:40 | 02:13 | 02:38 | 08:49 | 00:58 | 00:42 |
 | Ring of Health | 15 | 8.67% | 70.9 | 60.00% | +17.59% | +15.00% | -10.00% | -1.75% | 36:19 | 02:28 | 32:05 | 37:25 | 46:24 | 60:41 | 14:19 | 10:36 |
 | Heaven's Halberd | 9 | 5.20% | 69.1 | 66.67% | +23.99% | +33.33% | -66.67% | -10.99% | 31:44 | 25:12 | 26:06 | 31:14 | 35:12 | 39:32 | 09:06 | 06:44 |
 | Shadow Blade | 3 | 1.73% | 67.3 | 100.00% | +57.06% | 0.00% | 0.00% | 0.00% | 33:27 | 25:15 | 25:15 | 27:28 | 47:39 | 47:39 | 22:24 | 16:35 |
 | Abyssal Blade | 7 | 4.05% | 65.5 | 71.43% | +28.66% | +28.57% | -71.43% | -21.13% | 39:58 | 30:32 | 36:31 | 38:37 | 41:15 | 49:29 | 04:44 | 03:30 |
 | Echo Sabre | 63 | 36.42% | 63.6 | 39.68% | -6.68% | +16.57% | -8.43% | -7.94% | 14:04 | 11:12 | 12:21 | 13:34 | 15:30 | 21:20 | 03:09 | 02:20 |
 | Wind Lace | 31 | 17.92% | 61.8 | 45.16% | +1.50% | +29.84% | -32.66% | -15.00% | 06:20 | -01:29 | 04:18 | 05:41 | 08:28 | 13:29 | 04:10 | 03:05 |
 | Armlet of Mordiggian | 21 | 12.14% | 60.0 | 47.62% | +4.20% | -7.62% | -47.62% | -9.88% | 11:11 | 06:46 | 09:00 | 11:06 | 13:03 | 17:37 | 04:03 | 03:00 |
 | Soul Ring | 6 | 3.47% | 58.2 | 66.67% | +23.56% | -16.67% | +33.33% | 0.00% | 11:39 | 04:48 | 07:53 | 09:41 | 12:12 | 23:22 | 04:19 | 03:11 |
 | Overwhelming Blink | 4 | 2.31% | 56.4 | 75.00% | +31.80% | +25.00% | +25.00% | 0.00% | 36:13 | 33:40 | 33:40 | 35:31 | 37:44 | 37:57 | 04:04 | 03:00 |
 | Sange | 13 | 7.51% | 54.5 | 46.15% | +2.40% | +20.52% | -46.15% | -6.39% | 30:09 | 16:27 | 23:00 | 30:14 | 33:26 | 44:32 | 10:26 | 07:43 |
 | Buckler | 10 | 5.78% | 52.7 | 50.00% | +6.44% | +16.67% | -50.00% | -4.08% | 38:44 | 23:16 | 31:18 | 39:53 | 47:39 | 50:25 | 16:21 | 12:06 |
 | Arcane Blink | 2 | 1.16% | 50.9 | 100.00% | +56.73% | 0.00% | 0.00% | 0.00% | 47:25 | 43:44 | 43:44 | 51:05 | 51:05 | 51:05 | 07:21 | 05:26 |
 | Moon Shard | 2 | 1.16% | 49.1 | 100.00% | +56.73% | 0.00% | 0.00% | 0.00% | 36:54 | 30:05 | 30:05 | 43:42 | 43:42 | 43:42 | 13:37 | 10:05 |
 | Assault Cuirass | 9 | 5.20% | 47.3 | 44.44% | +0.54% | +55.56% | -44.44% | -5.80% | 39:27 | 24:47 | 30:45 | 41:02 | 47:59 | 50:34 | 17:14 | 12:45 |
 | Urn of Shadows | 6 | 3.47% | 45.5 | 50.00% | +6.29% | +50.00% | -50.00% | 0.00% | 07:35 | 04:03 | 07:44 | 07:49 | 08:28 | 09:26 | 00:44 | 00:32 |
 | Void Stone | 6 | 3.47% | 43.6 | 50.00% | +6.29% | +50.00% | +50.00% | 0.00% | 38:40 | 27:28 | 32:13 | 34:07 | 48:25 | 50:35 | 16:12 | 12:00 |
 | Linken's Sphere | 6 | 3.47% | 41.8 | 50.00% | +6.29% | +50.00% | +50.00% | 0.00% | 38:49 | 27:38 | 32:13 | 34:50 | 48:25 | 50:35 | 16:12 | 12:00 |
 | Spirit Vessel | 3 | 1.73% | 40.0 | 66.67% | +23.14% | +33.33% | 0.00% | 0.00% | 13:06 | 11:47 | 11:47 | 13:18 | 14:13 | 14:13 | 02:26 | 01:48 |
 | Power Treads | 7 | 4.05% | 38.2 | 42.86% | -1.12% | +7.14% | -42.86% | -18.07% | 07:52 | 04:27 | 05:46 | 07:34 | 08:32 | 11:31 | 02:46 | 02:02 |
 | Fluffy Hat | 4 | 2.31% | 36.4 | 50.00% | +6.21% | -50.00% | -50.00% | 0.00% | 10:20 | 07:02 | 07:02 | 08:06 | 08:08 | 18:02 | 01:06 | 00:48 |
 | Satanic | 1 | 0.58% | 34.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:17 | 36:17 | 36:17 | 36:17 | 36:17 | 36:17 | 00:00 | 00:00 |
 | Falcon Blade | 1 | 0.58% | 32.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 09:21 | 09:21 | 09:21 | 09:21 | 09:21 | 09:21 | 00:00 | 00:00 |
 | Crystalys | 1 | 0.58% | 30.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 32:11 | 32:11 | 32:11 | 32:11 | 32:11 | 32:11 | 00:00 | 00:00 |
 | Orb of Corrosion | 1 | 0.58% | 29.1 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:50 | 08:50 | 08:50 | 08:50 | 08:50 | 08:50 | 00:00 | 00:00 |
 | Silver Edge | 1 | 0.58% | 27.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 33:17 | 33:17 | 33:17 | 33:17 | 33:17 | 33:17 | 00:00 | 00:00 |
 | Blight Stone | 1 | 0.58% | 25.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 08:06 | 08:06 | 08:06 | 08:06 | 08:06 | 08:06 | 00:00 | 00:00 |
 | Crimson Guard | 1 | 0.58% | 23.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:47 | 25:47 | 25:47 | 25:47 | 25:47 | 25:47 | 00:00 | 00:00 |
 | Hand of Midas | 10 | 5.78% | 21.8 | 30.00% | -14.79% | +3.33% | -30.00% | -6.78% | 12:47 | 09:16 | 10:14 | 10:42 | 15:09 | 19:13 | 04:55 | 03:38 |
 | Drum of Endurance | 2 | 1.16% | 20.0 | 50.00% | +6.14% | +50.00% | 0.00% | 0.00% | 13:16 | 10:55 | 10:55 | 15:36 | 15:36 | 15:36 | 04:41 | 03:28 |
 | Orb of Venom | 3 | 1.73% | 18.2 | 33.33% | -10.79% | -33.33% | 0.00% | 0.00% | 01:29 | -01:29 | -01:29 | 01:38 | 04:19 | 04:19 | 05:48 | 04:17 |
 | Morbid Mask | 3 | 1.73% | 16.4 | 33.33% | -10.79% | -33.33% | 0.00% | 0.00% | 25:55 | 10:23 | 10:23 | 30:07 | 37:15 | 37:15 | 26:52 | 19:54 |
 | Bottle | 5 | 2.89% | 14.5 | 20.00% | -24.64% | -20.00% | +80.00% | 0.00% | 01:50 | 00:45 | 00:45 | 01:46 | 01:50 | 03:16 | 01:05 | 00:48 |
 | Ghost Scepter | 1 | 0.58% | 12.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 37:21 | 37:21 | 37:21 | 37:21 | 37:21 | 37:21 | 00:00 | 00:00 |
 | Aeon Disk | 1 | 0.58% | 10.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 42:04 | 42:04 | 42:04 | 42:04 | 42:04 | 42:04 | 00:00 | 00:00 |
 | Force Staff | 1 | 0.58% | 9.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 27:22 | 27:22 | 27:22 | 27:22 | 27:22 | 27:22 | 00:00 | 00:00 |
 | Mask of Madness | 1 | 0.58% | 7.3 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 10:54 | 10:54 | 10:54 | 10:54 | 10:54 | 10:54 | 00:00 | 00:00 |
 | Shiva's Guard | 1 | 0.58% | 5.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 38:18 | 38:18 | 38:18 | 38:18 | 38:18 | 38:18 | 00:00 | 00:00 |
 | Swift Blink | 1 | 0.58% | 3.6 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 43:18 | 43:18 | 43:18 | 43:18 | 43:18 | 43:18 | 00:00 | 00:00 |
 | Ring of Basilius | 1 | 0.58% | 1.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:29 | 39:29 | 39:29 | 39:29 | 39:29 | 39:29 | 00:00 | 00:00 |